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Artificial intelligence programming with Python : from zero to hero

Artificial intelligence programming with Python : from zero to hero

자료유형
단행본
개인저자
Xiao, Perry.
서명 / 저자사항
Artificial intelligence programming with Python : from zero to hero / Perry Xiao.
발행사항
Hoboken, NJ :   John Wiley & Sons, Inc.,   c2022.  
형태사항
xxix, 681 p. : ill. ; 24 cm.
ISBN
9781119820864 (paperback) 1119820863 (paperback)
일반주기
Includes index.  
일반주제명
Python (Computer program language). Artificial intelligence.
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020 ▼a 9781119820864 (paperback)
020 ▼a 1119820863 (paperback)
035 ▼a (KERIS)BIB000016609219
040 ▼a 211062 ▼c 211062 ▼d 211009
050 4 ▼a QA76.73.P98
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084 ▼a 005.133 ▼2 DDCK
090 ▼a 005.133 ▼b X6a
100 1 ▼a Xiao, Perry.
245 1 0 ▼a Artificial intelligence programming with Python : ▼b from zero to hero / ▼c Perry Xiao.
260 ▼a Hoboken, NJ : ▼b John Wiley & Sons, Inc., ▼c c2022.
300 ▼a xxix, 681 p. : ▼b ill. ; ▼c 24 cm.
500 ▼a Includes index.
650 0 ▼a Python (Computer program language).
650 0 ▼a Artificial intelligence.
945 ▼a ITMT

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 005.133 X6a 등록번호 121261949 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Part I - Introduction
Chapter 1: Introduction to AI, Machine Learning and Deep Learning
Chapter 2: Introduction to MATLAB and Python
Part II - Machine Learning
Chapter 3: Supervised Learning - Classifications
Chapter 4: Supervised Learning - Regressions
Chapter 5: Unsupervised Learning - Clustering, PCA, and LDA
Chapter 6: Semi-supervised Learning, Reinforecement Learning and Machine Learning Applications
Part III - Deep Learning
Chapter 7: Deep Learning - CNN, AlexNet, and GoogLeNet
Chapter 8: Deep Learning - RNN and LSTM
Chapter 9: Deep Learning - GAN
Chapter 10: Deep Learning - GPI, TPU, Cloud Computing and Edge Computing
Appendix A: MATLAB for AI Cheat Sheets
Appendix B: Python for AI Cheat Sheets

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이관용 (2023)